The dataset can be used to train and evaluate topic shift modules. [1]} report that while it is relatively easy to build a high-accurate topic shift detector by fine-tuning a pre-trained language model (e.g., T5 [2]}), it is challenging to train a good natural language generation model for topic recommendation. Note that the topic recommender in XiaoIce selects a topic from a topic dataset, rather than generates a topic.
